←Leaderboard/Code Quality/andrej-karpathy-skills
Last commit on January 28, 2026·Created on January 27, 2026

multica-ai/andrej-karpathy-skills

“Practical coding guardrails for simpler, surgical AI-assisted changes”
Combined rank
#3
across all skills
In Code Quality
#1
category rank
Stars
220k
+1.2% in last 7d
Forks
22.2k
+0.9% in last 7d
Watchers
1.3k
+0.2% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

Karpathy Guidelines turns common LLM coding failure modes into a concise operating discipline: think before editing, prefer the smallest solution, preserve surrounding code, and define a checkable finish line.

WHO IT'S FOR
Software Engineers
review AI-assisted code changes
Technical Leads
set scoped implementation expectations
Platform / DevEx Teams
standardize cautious coding behavior
Engineering Managers
define verifiable delivery criteria
Repository contents

1 skill file

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill

Follow the documented setup, then try a first task.

Claude Code plugin (recommended)

Installs: Makes the andrej-karpathy-skills plugin available across all projects. · Claude Code

Before you start
  • Claude Code with plugin marketplace support
  1. In a Claude Code agent session, add the author's plugin marketplace.

    /plugin marketplace add forrestchang/andrej-karpathy-skills
  2. Then, in the Claude Code agent session, install the plugin from that marketplace.

    /plugin install andrej-karpathy-skills@karpathy-skills
README.md ↗ · Checked Oct 17, 2026.claude-plugin/plugin.json ↗ · Checked Oct 17, 2026.claude-plugin/marketplace.json ↗ · Checked Oct 17, 2026

Give it something to do.

Suggested first task

Fix a bug with a reproducing test

Uses karpathy-guidelines

  • Replace `[path/to/relevant/file]` with the relevant project file or directory.
  • Replace `[describe the observed bug and expected behavior]` with the observed failure and the desired outcome.
Use the karpathy-guidelines skill to address the bug in `[path/to/relevant/file]`. First state any assumptions or ambiguities. Write a test that reproduces `[describe the observed bug and expected behavior]`, then make the smallest change needed for that test to pass. Match the existing style, avoid unrelated refactoring, and report the verification performed.
skills/karpathy-guidelines/SKILL.md ↗ · Checked Oct 17, 2026.claude-plugin/plugin.json ↗ · Checked Oct 17, 2026